46 citations · 161 across the 21 of their papers we have counts for
3 papers · 1 filter
Reconstructing the information processing capacity of physical systems from noisy observations
Shun Kotoku, Rodrigo Martínez-Peña, Takatomo Mihana +5
Driven dynamical systems can compute when their transient states encode complex transformations of past inputs. The information processing capacity (IPC) framework allows for a det…
Optically Writable Atomic Vapor Memory as a Substrate for Optical Reservoir Computing
Elizabeth Robertson, Mingwei Yang, Lina Jaurigue +3
We present an optical random access memory (ORAM) based on warm cesium (Cs) atomic vapor and demonstrate its operation as the physical substrate of a reservoir computer. Informatio…
Disentangling Memory and Nonlinearity in Time-Multiplexed Optical Reservoir Computing
Elias R. Koch, Julien Javaloyes, Svetlana V. Gurevich +1
We analyze and disentangle the individual and combined roles of nonlinearity, transient dynamics, and delayed feedback, and investigate how these mechanisms contribute to different…